Super-Resolution through Neighbor Embedding. - Hong Chang 001; Dit-Yan Yeung; Yimin Xiong (CVPR (1), 2004)

SVC2004: First International Signature Verification Competition. - Dit-Yan Yeung; Hong Chang 001; Yimin Xiong; Susan E. George; Ramanujan S. Kashi; Takashi Matsumoto 001; Gerhard Rigoll (ICBA, 2004)

Locally linear metric adaptation for semi-supervised clustering. - Hong Chang 001; Dit-Yan Yeung (ICML, 2004)

Stepwise Metric Adaptation Based on Semi-Supervised Learning for Boosting Image Retrieval Performance. - Hong Chang 001; Dit-Yan Yeung (BMVC, 2005)

Robust Path-Based Spectral Clustering with Application to Image Segmentation. - Hong Chang 001; Dit-Yan Yeung (ICCV, 2005)

Kernel-Based Metric Adaptation with Pairwise Constraints. - Hong Chang 001; Dit-Yan Yeung (ICMLC, 2005)

A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking. - Jeffrey Junfeng Pan; Qiang Yang 001; Hong Chang 001; Dit-Yan Yeung (AAAI, 2006)

Graph Laplacian Kernels for Object Classification from a Single Example. - Hong Chang 001; Dit-Yan Yeung (CVPR (2), 2006)

Extending Kernel Fisher Discriminant Analysis with the Weighted Pairwise Chernoff Criterion. - Guang Dai; Dit-Yan Yeung; Hong Chang 001 (ECCV (4), 2006)

Robust locally linear embedding. - Hong Chang 001; Dit-Yan Yeung (Pattern Recognit., 2006)

Locally linear metric adaptation with application to semi-supervised clustering and image retrieval. - Hong Chang 001; Dit-Yan Yeung (Pattern Recognit., 2006)

Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval. - Hong Chang 001; Dit-Yan Yeung; William K. Cheung 001 (Pattern Recognit., 2006)

Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints. - Dit-Yan Yeung; Hong Chang 001 (Pattern Recognit., 2006)

Locally Smooth Metric Learning with Application to Image Retrieval. - Dit-Yan Yeung; Hong Chang 001 (ICCV, 2007)

A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning. - Dit-Yan Yeung; Hong Chang 001; Guang Dai (IJCAI, 2007)

Kernel-based distance metric learning for content-based image retrieval. - Hong Chang 001; Dit-Yan Yeung (Image Vis. Comput., 2007)

Learning the kernel matrix by maximizing a KFD-based class separability criterion. - Dit-Yan Yeung; Hong Chang 001; Guang Dai (Pattern Recognit., 2007)

A Kernel Approach for Semisupervised Metric Learning. - Dit-Yan Yeung; Hong Chang 001 (IEEE Trans. Neural Networks, 2007)

Parzen Discriminant Analysis. - Youhan Fang; Shiguang Shan; Hong Chang 001; Xilin Chen 001; Wen Gao 001 (ICPR, 2008)

Hallucinating facial images and features. - Bo Li 086; Hong Chang 001; Shiguang Shan; Xilin Chen 001; Wen Gao 001 (ICPR, 2008)

A Scalable Kernel-Based Semisupervised Metric Learning Algorithm with Out-of-Sample Generalization Ability. - Dit-Yan Yeung; Hong Chang 001; Guang Dai (Neural Comput., 2008)

Robust path-based spectral clustering. - Hong Chang 001; Dit-Yan Yeung (Pattern Recognit., 2008)

Coupled Metric Learning for Face Recognition with Degraded Images. - Bo Li 086; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (ACML, 2009)

Semi-Supervised Discriminant Analysis via Spectral Transduction. - Deming Zhai; Hong Chang 001; Bo Li 086; Shiguang Shan; Xilin Chen 001; Wen Gao 001 (BMVC, 2009)

Sigma Set: A small second order statistical region descriptor. - Xiaopeng Hong; Hong Chang 001; Shiguang Shan; Xilin Chen 001; Wen Gao 001 (CVPR, 2009)

Locality preserving constraints for super-resolution with neighbor embedding. - Bo Li 086; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (ICIP, 2009)

Aligning Coupled Manifolds for Face Hallucination. - Bo Li 086; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (IEEE Signal Process. Lett., 2009)

Manifold Alignment via Corresponding Projections. - Deming Zhai; Bo Li 086; Hong Chang 001; Shiguang Shan; Xilin Chen 001; Wen Gao 001 (BMVC, 2010)

Boosted Sigma Set for Pedestrian Detection. - Xiaopeng Hong; Hong Chang 001; Xilin Chen 001; Wen Gao 001 (ICPR, 2010)

Low-Resolution Face Recognition via Coupled Locality Preserving Mappings. - Bo Li 086; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (IEEE Signal Process. Lett., 2010)

Sigma Set Based Implicit Online Learning for Object Tracking. - Xiaopeng Hong; Hong Chang 001; Shiguang Shan; Bineng Zhong; Xilin Chen 001; Wen Gao 001 (IEEE Signal Process. Lett., 2010)

A unified framework for locating and recognizing human actions. - Yuelei Xie; Hong Chang 001; Zhe Li 008; Luhong Liang; Xilin Chen 001; Debin Zhao (CVPR, 2011)

A novel coarse-to-fine hair segmentation method. - Dan Wang; Xiujuan Chai; Hongming Zhang 011; Hong Chang 001; Wei Zeng 006; Shiguang Shan (FG, 2011)

Multi-layer Spectral Clustering for Video Segmentation. - Xiaofei Di; Hong Chang 001; Xilin Chen 001 (ACCV (2), 2012)

Grouping Active Contour Fragments for Object Recognition. - Wei Zheng; Songlin Song; Hong Chang 001; Xilin Chen 001 (ACCV (1), 2012)

Boosted translation-tolerable classifiers for fast object detection. - Wei Zheng; Luhong Liang; Hong Chang 001; Cher-Keng Heng; Shiguang Shan; Xilin Chen 001 (Image Vis. Comput., 2012)

Multiview Metric Learning with Global Consistency and Local Smoothness. - Deming Zhai; Hong Chang 001; Shiguang Shan; Xilin Chen 001; Wen Gao 001 (ACM Trans. Intell. Syst. Technol., 2012)

Progressive Image Restoration through Hybrid Graph Laplacian Regularization. - Deming Zhai; Xianming Liu; Debin Zhao; Hong Chang 001; Wen Gao 001 (DCC, 2013)

Temporally multiple dynamic textures synthesis using piecewise linear dynamic systems. - Xing Yan; Hong Chang 001; Xilin Chen 001 (ICIP, 2013)

Instance-specific canonical correlation analysis for pose alignment. - Deming Zhai; Hong Chang 001; Xilin Chen 001; Wen Gao 001 (ICIP, 2013)

Parametric Local Multimodal Hashing for Cross-View Similarity Search. - Deming Zhai; Hong Chang 001; Yi Zhen; Xianming Liu; Xilin Chen 001; Wen Gao 001 (IJCAI, 2013)

Strip Features for Fast Object Detection. - Wei Zheng; Hong Chang 001; Luhong Liang; Haoyu Ren; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Cybern., 2013)

Representation Learning with Smooth Autoencoder. - Kongming Liang; Hong Chang 001; Zhen Cui 001; Shiguang Shan; Xilin Chen 001 (ACCV (2), 2014)

Gaussian Descriptor Based on Local Features for Person Re-identification. - Bingpeng Ma; Qian Li; Hong Chang 001 (ACCV Workshops (3), 2014)

Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses. - Meina Kan; Shiguang Shan; Hong Chang 001; Xilin Chen 001 (CVPR, 2014)

Deep Network Cascade for Image Super-resolution. - Zhen Cui 001; Hong Chang 001; Shiguang Shan; Bineng Zhong; Xilin Chen 001 (ECCV (5), 2014)

Modeling Video Dynamics with Deep Dynencoder. - Xing Yan; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (ECCV (4), 2014)

Generalized Unsupervised Manifold Alignment. - Zhen Cui 001; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (NIPS, 2014)

Deeply Coupled Auto-encoder Networks for Cross-view Classification. - Wen Wang 019; Zhen Cui 001; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (CoRR, 2014)

Joint sparse representation for video-based face recognition. - Zhen Cui 001; Hong Chang 001; Shiguang Shan; Bingpeng Ma; Xilin Chen 001 (Neurocomputing, 2014)

Online Visual Tracking via Coupled Object-Context Dictionary. - Mingquan Ye; Hong Chang 001; Xilin Chen 001 (BMVC, 2015)

A Unified Multiplicative Framework for Attribute Learning. - Kongming Liang; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (ICCV, 2015)

Instance-specific canonical correlation analysis. - Deming Zhai; Yu Zhang 006; Dit-Yan Yeung; Hong Chang 001; Xilin Chen 001; Wen Gao 001 (Neurocomputing, 2015)

Deep Second-Order Siamese Network for Pedestrian Re-identification. - Xuesong Deng; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (ACCV (2), 2016)

Attribute Conjunction Learning with Recurrent Neural Network. - Kongming Liang; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (ECML/PKDD (1), 2016)

Siamese recurrent architecture for visual tracking. - Xiaqing Xu; Bingpeng Ma; Hong Chang 001; Xilin Chen 001 (ICIP, 2017)

Incomplete Attribute Learning with auxiliary labels. - Kongming Liang; Yuhong Guo; Hong Chang 001; Xilin Chen 001 (IJCAI, 2017)

Special issue on selected and extended papers from the 2015 International Conference on Intelligence Science and Big Data Engineering (IScIDE 2015). - Shiguang Shan; Deng Cai 001; Cheng Deng; Hong Chang 001 (Neurocomputing, 2017)

Visual Relationship Detection With Deep Structural Ranking. - Kongming Liang; Yuhong Guo; Hong Chang 001; Xilin Chen 001 (AAAI, 2018)

Style Transfer with Adversarial Learning for Cross-Dataset Person Re-identification. - Furong Xu; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (ACCV (6), 2018)

Continuity-Discrimination Convolutional Neural Network for Visual Object Tracking. - Shen Li; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (ICME, 2018)

Parametric local multiview hamming distance metric learning. - Deming Zhai; Xianming Liu; Hong Chang 001; Yi Zhen; Xilin Chen 001; Maozu Guo 001; Wen Gao 001 (Pattern Recognit., 2018)

MS-GAN: Text to Image Synthesis with Attention-Modulated Generators and Similarity-aware Discriminators. - Fengling Mao; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (BMVC, 2019)

Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection. - Hongkai Zhang; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (BMVC, 2019)

Relation-aware Multiple Attention Siamese Networks for Robust Visual Tracking. - Fangyi Zhang; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (BMVC, 2019)

Masked Graph Attention Network for Person Re-Identification. - Liqiang Bao; Bingpeng Ma; Hong Chang 001; Xilin Chen 001 (CVPR Workshops, 2019)

VRSTC: Occlusion-Free Video Person Re-Identification. - Ruibing Hou; Bingpeng Ma; Hong Chang 001; Xinqian Gu; Shiguang Shan; Xilin Chen 001 (CVPR, 2019)

Interaction-And-Aggregation Network for Person Re-Identification. - Ruibing Hou; Bingpeng Ma; Hong Chang 001; Xinqian Gu; Shiguang Shan; Xilin Chen 001 (CVPR, 2019)

Video Prediction with Bidirectional Constraint Network. - Ruibing Hou; Hong Chang 001; Bingpeng Ma; Xilin Chen 001 (FG, 2019)

Temporal Knowledge Propagation for Image-to-Video Person Re-Identification. - Xinqian Gu; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (ICCV, 2019)

Attribute-Aware Pedestrian Image Editing. - Xiaoyi Yin; Xinqian Gu; Hong Chang 001; Bingpeng Ma; Xilin Chen 001 (ICIG (1), 2019)

Preserving Structural Relationships for Person Re-Identification. - Liqiang Bao; Bingpeng Ma; Hong Chang 001; Xilin Chen 001 (ICME Workshops, 2019)

Cross Attention Network for Few-shot Classification. - Ruibing Hou; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (NeurIPS, 2019)

WIDER Face and Pedestrian Challenge 2018: Methods and Results. - Chen Change Loy; Dahua Lin; Wanli Ouyang; Yuanjun Xiong; Shuo Yang 003; Qingqiu Huang; Dongzhan Zhou; Wei Xia; Quanquan Li; Ping Luo 002; Junjie Yan; Jianfeng Wang; et al. (CoRR, 2019)

Unifying Visual Attribute Learning with Object Recognition in a Multiplicative Framework. - Kongming Liang; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

TCTS: A Task-Consistent Two-Stage Framework for Person Search. - Cheng Wang 043; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (CVPR, 2020)

Appearance-Preserving 3D Convolution for Video-Based Person Re-identification. - Xinqian Gu; Hong Chang 001; Bingpeng Ma; Hongkai Zhang; Xilin Chen 001 (ECCV (2), 2020)

Temporal Complementary Learning for Video Person Re-identification. - Ruibing Hou; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (ECCV (25), 2020)

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training. - Hongkai Zhang; Hong Chang 001; Bingpeng Ma; Naiyan Wang; Xilin Chen 001 (ECCV (15), 2020)

IAUnet: Global Context-Aware Feature Learning for Person Re-Identification. - Ruibing Hou; Bingpeng Ma; Hong Chang 001; Xinqian Gu; Shiguang Shan; Xilin Chen 001 (CoRR, 2020)

Part alignment network for vehicle re-identification. - Yucheng Chen; Bingpeng Ma; Hong Chang 001 (Neurocomputing, 2020)

Visual concept conjunction learning with recurrent neural networks. - Kongming Liang; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (Neurocomputing, 2020)

Isosceles Constraints for Person Re-Identification. - Furong Xu; Bingpeng Ma; Hong Chang 001; Shiguang Shan (IEEE Trans. Image Process., 2020)

BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification. - Ruibing Hou; Hong Chang 001; Bingpeng Ma; Rui Huang 001; Shiguang Shan (CVPR, 2021)

Enhancing Latent Features for Unsupervised Video Anomaly Detection. - Linmao Zhou; Hong Chang 001; Nan Kang; Xiangjun Zhao; Bingpeng Ma (PRCV (2), 2021)

Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation. - Fengling Mao; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (Sci. China Inf. Sci., 2021)

Cross-Modal Knowledge Adaptation for Language-Based Person Search. - Yucheng Chen; Rui Huang 001; Hong Chang 001; Chuanqi Tan; Tao Xue; Bingpeng Ma (IEEE Trans. Image Process., 2021)

Location Sensitive Network for Human Instance Segmentation. - Xiangzhou Zhang; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Image Process., 2021)

IAUnet: Global Context-Aware Feature Learning for Person Reidentification. - Ruibing Hou; Bingpeng Ma; Hong Chang 001; Xinqian Gu; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Salient-to-Broad Transition for Video Person Re-identification. - Shutao Bai; Bingpeng Ma; Hong Chang 001; Rui Huang 001; Xilin Chen 001 (CVPR, 2022)

Clothes-Changing Person Re-identification with RGB Modality Only. - Xinqian Gu; Hong Chang 001; Bingpeng Ma; Shutao Bai; Shiguang Shan; Xilin Chen 001 (CVPR, 2022)

The Tenth Visual Object Tracking VOT2022 Challenge Results. - Matej Kristan; Ales Leonardis; Jirí Matas; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Hyung Jin Chang; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Johanna Björklund; et al. (ECCV Workshops (8), 2022)

Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework. - Botao Ye; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (ECCV (22), 2022)

Gradual Domain Adaptation with Sample Transferability Exploitation for Person Re-Identification. - Zong Guo; Bingpeng Ma; Hong Chang 001; Xilin Chen 001 (ICME, 2022)

Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks. - Minyang Hu; Hong Chang 001; Bingpeng Ma; Shiguang Shan (IJCAI, 2022)

Optimal Positive Generation via Latent Transformation for Contrastive Learning. - Yinqi Li; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (NeurIPS, 2022)

Extending generalized unsupervised manifold alignment. - Xiaoyi Yin; Zhen Cui 001; Hong Chang 001; Bingpeng Ma; Shiguang Shan (Sci. China Inf. Sci., 2022)

Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework. - Botao Ye; Hong Chang 001; Bingpeng Ma; Shiguang Shan (CoRR, 2022)

Feature Completion for Occluded Person Re-Identification. - Ruibing Hou; Bingpeng Ma; Hong Chang 001; Xinqian Gu; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

SANet: Statistic Attention Network for Video-Based Person Re-Identification. - Shutao Bai; Bingpeng Ma; Hong Chang 001; Rui Huang 001; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

PRDP: Person Reidentification With Dirty and Poor Data. - Furong Xu; Bingpeng Ma; Hong Chang 001; Shiguang Shan (IEEE Trans. Cybern., 2022)

Motion Feature Aggregation for Video-Based Person Re-Identification. - Xinqian Gu; Hong Chang 001; Bingpeng Ma; Shiguang Shan (IEEE Trans. Image Process., 2022)

Interactive Regression and Classification for Dense Object Detector. - Linmao Zhou; Hong Chang 001; Bingpeng Ma; Shiguang Shan (IEEE Trans. Image Process., 2022)

Predictive Consistency Learning for Long-Tailed Recognition. - Nan Kang; Hong Chang 001; Bingpeng Ma; Shutao Bai; Shiguang Shan; Xilin Chen 001 (BMVC, 2023)

Diversity-Measurable Anomaly Detection. - Wenrui Liu 004; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (CVPR, 2023)

Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes. - Minyang Hu; Hong Chang 001; Zong Guo; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (NeurIPS, 2023)

Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation. - Jiachen Liang; Ruibing Hou; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (NeurIPS, 2023)

Person Search by a Bi-Directional Task-Consistent Learning Model. - Cheng Wang 043; Bingpeng Ma; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Multim., 2023)

Refined Knowledge Transfer for Language-Based Person Search. - Ziqiang Wu; Bingpeng Ma; Hong Chang 001; Shiguang Shan (IEEE Trans. Multim., 2023)

Dual Compensation Residual Networks for Class Imbalanced Learning. - Ruibing Hou; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

An Information Theoretical View for Out-of-Distribution Detection. - Jinjing Hu; Wenrui Liu 004; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (ECCV (55), 2024)

Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing. - Minyang Hu; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (ICLR, 2024)

UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models. - Jiachen Liang; Ruibing Hou; Minyang Hu; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (NeurIPS, 2024)

M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation. - Mingshuang Luo; Ruibing Hou; Zhuo Li; Hong Chang 001; Zimo Liu; Yaowei Wang; Shiguang Shan (NeurIPS, 2024)

Task Attribute Distance for Few-Shot Learning: Theoretical Analysis and Applications. - Minyang Hu; Hong Chang 001; Zong Guo; Bingpeng Ma; Shiguan Shan; Xilin Chen 001 (CoRR, 2024)

SparseFusion: Efficient Sparse Multi-Modal Fusion Framework for Long-Range 3D Perception. - Yiheng Li; Hongyang Li; Zehao Huang; Hong Chang 001; Naiyan Wang (CoRR, 2024)

M3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation. - Mingshuang Luo; Ruibing Hou; Hong Chang 001; Zimo Liu; Yaowei Wang; Shiguang Shan (CoRR, 2024)

HERM: Benchmarking and Enhancing Multimodal LLMs for Human-Centric Understanding. - Keliang Li; Zaifei Yang; Jiahe Zhao; Hongze Shen; Ruibing Hou; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (CoRR, 2024)

Morph: A Motion-free Physics Optimization Framework for Human Motion Generation. - Zhuo Li; Mingshuang Luo; Ruibing Hou; Xin Zhao; Hao Liu; Hong Chang 001; Zimo Liu; Chen Li (CoRR, 2024)

RefHCM: A Unified Model for Referring Perceptions in Human-Centric Scenarios. - Jie Huang; Ruibing Hou; Jiahe Zhao; Hong Chang 001; Shiguang Shan (CoRR, 2024)

Incorporating texture and silhouette for video-based person re-identification. - Shutao Bai; Hong Chang 001; Bingpeng Ma (Pattern Recognit., 2024)

Enhancing Robustness to Class-Conditional Distribution Shift in Long-Tailed Recognition. - Keliang Li; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (Trans. Mach. Learn. Res., 2024)

A Comprehensive Framework for Long-Tailed Learning via Pretraining and Normalization. - Nan Kang; Hong Chang 001; Bingpeng Ma; Shiguang Shan (IEEE Trans. Neural Networks Learn. Syst., 2024)

Triplet Adaptation Framework for Robust Semi-Supervised Learning. - Ruibing Hou; Hong Chang 001; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing. - Yiheng Li; Ruibing Hou; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (CVPR, 2025)

Inference Calibration of Vision-Language Foundation Models for Zero-Shot and Few-Shot Learning. - Minyang Hu; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (Pattern Recognit. Lett., 2025)

Clothes-Changing Person Re-Identification With Feasibility-Aware Intermediary Matching. - Jiahe Zhao; Ruibing Hou; Hong Chang 001; Xinqian Gu; Bingpeng Ma; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Multim., 2025)

G2PDiffusion: Genotype-to-Phenotype Prediction with Diffusion Models. - Mengdi Liu; Zhangyang Gao; Hong Chang 001; Stan Z. Li; Shiguang Shan; Xilin Chen 001 (CoRR, 2025)

MATS: An Audio Language Model under Text-only Supervision. - Wen Wang 022; Ruibing Hou; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (CoRR, 2025)

HIS-GPT: Towards 3D Human-In-Scene Multimodal Understanding. - Jiahe Zhao; Ruibing Hou; Zejie Tian; Hong Chang 001; Shiguang Shan (CoRR, 2025)

DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks. - Yinqi Li; Hong Chang 001; Ruibing Hou; Shiguang Shan; Xilin Chen 001 (CoRR, 2025)

un2CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP. - Yinqi Li; Jiahe Zhao; Hong Chang 001; Ruibing Hou; Shiguang Shan; Xilin Chen 001 (CoRR, 2025)

ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search. - Mengdi Liu; Xiaoxue Cheng; Zhangyang Gao; Hong Chang 001; Cheng Tan 012; Shiguang Shan; Xilin Chen 001 (CoRR, 2025)

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes. - Keliang Li; Hongze Shen; Hao Shi; Ruibing Hou; Hong Chang 001; Jie Huang; Chenghao Jia; Wen Wang 022; Yiling Wu; Dongmei Jiang; Shiguang Shan; Xilin Chen 001 (CoRR, 2025)